The research within Working Group RAND was conducted in the following research areas: (1) Design of Efficient Randomized Algorithms, (2) Foundations of Randomized Complexity of Computational Problems, (3) Randomized Approximations Algorithms, (4) Computation with Limited Randomness Resources, Derandomizing Algorithms (5) Computational Learning Theory. The list of papers, workshops, and seminars given in the next sections gives an account of the activities of the ESPRIT BR Working Group -- 7097 (RAND) in the time between July, 1992 - July, 1995.